As was the case with the mobile revolution, and the web before that, machine learning will cause us to rethink, restructure, and reconsider what’s possible in virtually every experience we build. In the Google UX community, we’ve started an effort called “human-centered machine learning” to help focus and guide that conversation.

We've certainly seen the role of the data engineer, analyst, and scientist evolve rapidly over the course of the past 5 years. Moving forwards, it's very possible that the biggest role to change will be that of the product manager. Google is thinking about this topic a lot, and this writeup provides a lot of applied examples.